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arco
appvoid/arco
arco is a machine learning model from appvoid. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
<style img{ user-select: none; transition: all 0.2s ease; border-radius: .5rem; } img:hover{ transform: rotate(2deg); filter: invert(100%); } @import url('https://fonts.googleapis.com/css2?family=Vollkorn:ital,wght@0,…
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1.4K
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514M
1 GB on disk
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14
Public
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.safetensors1 GB · 100%
At a glance
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Aug 4, 2024
- Updated
- Dec 5, 2024
- SHA
- 5948c151
Model card
From the Hugging Face model README
<style>
img{
user-select: none;
transition: all 0.2s ease;
border-radius: .5rem;
}
img:hover{
transform: rotate(2deg);
filter: invert(100%);
}
@import url('https://fonts.googleapis.com/css2?family=Vollkorn:ital,wght@0,400..900;1,400..900&display=swap');
</style>
<div style="background-color: transparent; border-radius: .5rem; padding: 2rem; font-family: monospace; font-size: .85rem; text-align: justify;">
arco consistently outperforms every sota model below 600m parameters as well as some 1b base models on average on 5 core benchmarks and is competitive with the best 0.7b-1b llms. arco is a merge of multiple internal models fine-tuned on a diverse set of styles and finally merged with the several models (including palmer-004-turbo and danube3-chat), followed by a merge with base model to preserve knowledge.
prompt
there is no prompt intentionally set but this one worked really good for me:
The following is a conversation between a super smart AI assistant and an user.
user: <your question>
assistant:
benchmarks
zero-shot evaluations performed on current sota ~0.5b models.
| Parameters | Model | MMLU | ARC-C | HellaSwag | PIQA | Winogrande | Average |
|---|---|---|---|---|---|---|---|
| 0.5b | qwen2 | 44.13 | 28.92 | 49.05 | 69.31 | 56.99 | 49.68 |
| 1.1b | tinyllama | 25.77 | 30.29 | 59.35 | 73.29 | 59.59 | 49.66 |
| 0.5b | danube3-base | 24.81 | 36.18 | 60.46 | 73.78 | 61.01 | 51.25 |
| 0.5b | danube3-chat | 25.54 | 36.26 | 60.72 | 74.32 | 61.40 | 51.64 |
| 0.5b | palmer-004-turbo | 27.36 | 35.58 | 61.79 | 73.67 | 61.17 | 51.91 |
| 0.5b | arco | 26.17 | 37.29 | 62.88 | 74.37 | 62.27 | 52.60 |
supporters
<a href="https://ko-fi.com/appvoid" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" alt="Buy Me A Coffee" style="height: 34px !important; margin-top: -4px;width: 128px !important; filter: contrast(2) grayscale(100%) brightness(100%);" ></a>
trivia
arco comes from spanish word "bow" which is always associated with arrows and hence, speed.
</div>- Type
- llama
- License
- apache-2.0
- Created
- Aug 4, 2024
- Updated
- Dec 5, 2024